Quad

PlansPull request #55

Plans: national trends, top-10 lists, conferences, and states

Eight new plans grow the national-trends idea into a family, with the first numbers for each, from test-optional's spread to the Pell graduation gap, plus pages by athletic conference and by state.

What's planned

The site can already show how one college changed. These plans are about how college changed, across the country, and they come with a first look at the numbers, computed from the history already on the site:

  • Test-optional went mainstream: two thirds of colleges required the SAT or ACT in fall 2019; one in twenty do now. Where tests became optional, the published SAT ranges rose about 30 points, because fewer students submit.
  • Shrinking colleges: half of four-year colleges have at least a tenth fewer undergraduates than ten years ago. Large research universities and the most selective colleges grew instead.
  • The price gap: what students actually pay fell 11% after inflation at the typical college, while full prices held. At the most selective colleges, it didn't fall at all.
  • Students from other states: public colleges enroll more first-years from out of state than ten years ago, led by public research universities.
  • The Pell graduation gap: Pell Grant recipients graduate about 11 points less often than classmates with neither a Pell Grant nor a subsidized loan, and the gap has widened.
  • Top-10 lists: the colleges that changed most on each measure, with the rules that keep online programs and campus closures from crowding the lists.
  • By athletic conference: a page for every conference, its members compared, how it changed, and who joined or left. SEC members' applications doubled in ten years.
  • By state: a page for every state, with its colleges' trends, publics against privates, and where its students come from.

The national trends plan now ties these together: the shared method, the groups every study can be split by, where the pages live, and a list of further ideas.

Behind the scenes

  • Specs live in specs/trends/, one per study or page, and follow the hub's template: question, data, panel, first look, what readers see, computation, tests, open questions.
  • Every number will be computed by the history build and committed, with a test that recomputes it, so pages stay static and each figure traces to its source and years.
  • The first-look numbers were produced on 2026-10-03 from the committed history shards; the specs record the panel rules used so they can be checked when built.